{"id":"W2996616356","doi":"10.1111/j.1755-3768.2019.8193","title":"Simulation centers accreditation guidelines and good practice","year":2019,"lang":"en","type":"article","venue":"Acta Ophthalmologica","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Certification; Medical education; Scope (computer science); Summit; Certification and Accreditation; Medicine; Work (physics); Best practice; Political science; Engineering; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002639579,0.00009863744,0.0001639016,0.00005017617,0.00004633661,0.00002425424,0.00003543424,0.00009441013,0.000701455],"category_scores_gemma":[0.002043974,0.00007483712,0.00004134099,0.0001192835,0.00002366966,0.000219049,0.00002938964,0.0001076448,0.00008237516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001961699,"about_ca_system_score_gemma":0.00001856188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007654088,"about_ca_topic_score_gemma":4.662861e-8,"domain_scores_codex":[0.9991619,0.00005316426,0.0002279968,0.0002257931,0.0001927453,0.0001383899],"domain_scores_gemma":[0.9984036,0.001045954,0.0001049572,0.0001413469,0.0002174743,0.00008666261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005102776,0.001047519,0.8578463,0.0002323035,0.0004635912,0.0008328281,0.001289741,0.03249849,0.008151299,0.003461397,0.0007300928,0.08834367],"study_design_scores_gemma":[0.008294993,0.00157121,0.7254859,0.0001451862,0.0001780224,0.0008474624,0.001508762,0.1152216,0.0001317104,0.0005705456,0.14563,0.0004146981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9437819,0.00007632984,0.00007509682,0.003061288,0.0001796217,0.0002961131,0.000001708344,0.00006677004,0.05246118],"genre_scores_gemma":[0.9950992,0.00001390117,0.002877775,0.001289728,0.0001057044,0.000004195756,0.000040114,0.000009741333,0.0005596412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1448999,"threshold_uncertainty_score":0.7680441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1008137178979034,"score_gpt":0.3940925036571851,"score_spread":0.2932787857592817,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}